Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 86.1 KiB |
| Average record size in memory | 88.1 B |
Variable types
| Text | 1 |
|---|---|
| Categorical | 2 |
| Numeric | 6 |
| DateTime | 2 |
gross margin percentage has constant value "" | Constant |
Invoice ID has unique values | Unique |
Reproduction
| Analysis started | 2024-02-21 00:10:45.574367 |
|---|---|
| Analysis finished | 2024-02-21 00:10:55.764225 |
| Duration | 10.19 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
Invoice ID
Text
UNIQUE 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 11000 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 750-67-8428 |
|---|---|
| 2nd row | 226-31-3081 |
| 3rd row | 631-41-3108 |
| 4th row | 123-19-1176 |
| 5th row | 373-73-7910 |
| Value | Count | Frequency (%) |
| 750-67-8428 | 1 | 0.1% |
| 252-56-2699 | 1 | 0.1% |
| 871-79-8483 | 1 | 0.1% |
| 848-62-7243 | 1 | 0.1% |
| 631-41-3108 | 1 | 0.1% |
| 123-19-1176 | 1 | 0.1% |
| 373-73-7910 | 1 | 0.1% |
| 699-14-3026 | 1 | 0.1% |
| 355-53-5943 | 1 | 0.1% |
| 315-22-5665 | 1 | 0.1% |
| Other values (990) | 990 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 2000 | |
| 2 | 957 | |
| 6 | 954 | |
| 1 | 950 | |
| 8 | 944 | |
| 5 | 927 | |
| 4 | 918 | |
| 3 | 909 | |
| 7 | 895 | |
| 0 | 809 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9000 | |
| Dash Punctuation | 2000 | 18.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 957 | |
| 6 | 954 | |
| 1 | 950 | |
| 8 | 944 | |
| 5 | 927 | |
| 4 | 918 | |
| 3 | 909 | |
| 7 | 895 | |
| 0 | 809 | |
| 9 | 737 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 2000 | |
| 2 | 957 | |
| 6 | 954 | |
| 1 | 950 | |
| 8 | 944 | |
| 5 | 927 | |
| 4 | 918 | |
| 3 | 909 | |
| 7 | 895 | |
| 0 | 809 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 2000 | |
| 2 | 957 | |
| 6 | 954 | |
| 1 | 950 | |
| 8 | 944 | |
| 5 | 927 | |
| 4 | 918 | |
| 3 | 909 | |
| 7 | 895 | |
| 0 | 809 |
Product line
Categorical
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Watch | |
|---|---|
| Sunglasses | |
| Yoga mat | 63 |
| Coffee | 60 |
| Chocolate | 58 |
| Other values (14) |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 6.701 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6701 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Soap |
|---|---|
| 2nd row | Phone case |
| 3rd row | Vase |
| 4th row | Lotion |
| 5th row | Bottle |
Common Values
| Value | Count | Frequency (%) |
| Watch | 94 | 9.4% |
| Sunglasses | 84 | 8.4% |
| Yoga mat | 63 | 6.3% |
| Coffee | 60 | 6.0% |
| Chocolate | 58 | 5.8% |
| Vase | 56 | 5.6% |
| Bottle | 56 | 5.6% |
| Tea | 56 | 5.6% |
| Towel | 53 | 5.3% |
| Candle | 51 | 5.1% |
| Other values (9) | 369 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| watch | 94 | 8.2% |
| sunglasses | 84 | 7.3% |
| yoga | 63 | 5.5% |
| mat | 63 | 5.5% |
| coffee | 60 | 5.2% |
| chocolate | 58 | 5.1% |
| vase | 56 | 4.9% |
| bottle | 56 | 4.9% |
| tea | 56 | 4.9% |
| towel | 53 | 4.6% |
| Other values (12) | 503 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 888 | |
| a | 811 | 12.1% |
| o | 644 | 9.6% |
| t | 438 | 6.5% |
| s | 391 | 5.8% |
| h | 309 | 4.6% |
| l | 302 | 4.5% |
| S | 293 | 4.4% |
| n | 247 | 3.7% |
| c | 229 | 3.4% |
| Other values (20) | 2149 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5555 | |
| Uppercase Letter | 1000 | 14.9% |
| Space Separator | 146 | 2.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 888 | |
| a | 811 | |
| o | 644 | |
| t | 438 | 7.9% |
| s | 391 | 7.0% |
| h | 309 | 5.6% |
| l | 302 | 5.4% |
| n | 247 | 4.4% |
| c | 229 | 4.1% |
| m | 185 | 3.3% |
| Other values (10) | 1111 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 293 | |
| C | 169 | |
| P | 131 | |
| T | 109 | 10.9% |
| W | 94 | 9.4% |
| Y | 63 | 6.3% |
| B | 56 | 5.6% |
| V | 56 | 5.6% |
| L | 29 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 146 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6555 | |
| Common | 146 | 2.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 888 | |
| a | 811 | |
| o | 644 | 9.8% |
| t | 438 | 6.7% |
| s | 391 | 6.0% |
| h | 309 | 4.7% |
| l | 302 | 4.6% |
| S | 293 | 4.5% |
| n | 247 | 3.8% |
| c | 229 | 3.5% |
| Other values (19) | 2003 |
Common
| Value | Count | Frequency (%) |
| 146 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6701 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 888 | |
| a | 811 | 12.1% |
| o | 644 | 9.6% |
| t | 438 | 6.5% |
| s | 391 | 5.8% |
| h | 309 | 4.6% |
| l | 302 | 4.5% |
| S | 293 | 4.4% |
| n | 247 | 3.7% |
| c | 229 | 3.4% |
| Other values (20) | 2149 |
Unit price
Real number (ℝ)
| Distinct | 943 |
|---|---|
| Distinct (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.67213 |
| Minimum | 10.08 |
|---|---|
| Maximum | 99.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 10.08 |
|---|---|
| 5-th percentile | 15.279 |
| Q1 | 32.875 |
| median | 55.23 |
| Q3 | 77.935 |
| 95-th percentile | 97.222 |
| Maximum | 99.96 |
| Range | 89.88 |
| Interquartile range (IQR) | 45.06 |
Descriptive statistics
| Standard deviation | 26.494628 |
|---|---|
| Coefficient of variation (CV) | 0.4759047 |
| Kurtosis | -1.2185914 |
| Mean | 55.67213 |
| Median Absolute Deviation (MAD) | 22.505 |
| Skewness | 0.0070774479 |
| Sum | 55672.13 |
| Variance | 701.96533 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 83.77 | 3 | 0.3% |
| 39.62 | 2 | 0.2% |
| 24.74 | 2 | 0.2% |
| 19.15 | 2 | 0.2% |
| 73.47 | 2 | 0.2% |
| 95.54 | 2 | 0.2% |
| 78.31 | 2 | 0.2% |
| 26.26 | 2 | 0.2% |
| 89.48 | 2 | 0.2% |
| 72.88 | 2 | 0.2% |
| Other values (933) | 979 |
| Value | Count | Frequency (%) |
| 10.08 | 1 | |
| 10.13 | 1 | |
| 10.16 | 1 | |
| 10.17 | 1 | |
| 10.18 | 1 | |
| 10.53 | 1 | |
| 10.56 | 1 | |
| 10.59 | 1 | |
| 10.69 | 1 | |
| 10.75 | 1 |
| Value | Count | Frequency (%) |
| 99.96 | 2 | |
| 99.92 | 1 | |
| 99.89 | 1 | |
| 99.83 | 1 | |
| 99.82 | 2 | |
| 99.79 | 1 | |
| 99.78 | 1 | |
| 99.73 | 1 | |
| 99.71 | 1 | |
| 99.7 | 1 |
Quantity
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.51 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.9234306 |
|---|---|
| Coefficient of variation (CV) | 0.53056817 |
| Kurtosis | -1.2155472 |
| Mean | 5.51 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.012941048 |
| Sum | 5510 |
| Variance | 8.5464464 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 10 | 119 | |
| 1 | 112 | |
| 4 | 109 | |
| 7 | 102 | |
| 5 | 102 | |
| 6 | 98 | |
| 9 | 92 | |
| 2 | 91 | |
| 3 | 90 | |
| 8 | 85 |
| Value | Count | Frequency (%) |
| 1 | 112 | |
| 2 | 91 | |
| 3 | 90 | |
| 4 | 109 | |
| 5 | 102 | |
| 6 | 98 | |
| 7 | 102 | |
| 8 | 85 | |
| 9 | 92 | |
| 10 | 119 |
| Value | Count | Frequency (%) |
| 10 | 119 | |
| 9 | 92 | |
| 8 | 85 | |
| 7 | 102 | |
| 6 | 98 | |
| 5 | 102 | |
| 4 | 109 | |
| 3 | 90 | |
| 2 | 91 | |
| 1 | 112 |
Total
Real number (ℝ)
| Distinct | 990 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 322.96675 |
| Minimum | 10.6785 |
|---|---|
| Maximum | 1042.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 10.6785 |
|---|---|
| 5-th percentile | 41.070225 |
| Q1 | 124.42238 |
| median | 253.848 |
| Q3 | 471.35025 |
| 95-th percentile | 822.4965 |
| Maximum | 1042.65 |
| Range | 1031.9715 |
| Interquartile range (IQR) | 346.92787 |
Descriptive statistics
| Standard deviation | 245.88534 |
|---|---|
| Coefficient of variation (CV) | 0.76133328 |
| Kurtosis | -0.081884758 |
| Mean | 322.96675 |
| Median Absolute Deviation (MAD) | 157.68375 |
| Skewness | 0.8925698 |
| Sum | 322966.75 |
| Variance | 60459.598 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 216.846 | 2 | 0.2% |
| 93.744 | 2 | 0.2% |
| 87.234 | 2 | 0.2% |
| 189.0945 | 2 | 0.2% |
| 470.988 | 2 | 0.2% |
| 829.08 | 2 | 0.2% |
| 217.6335 | 2 | 0.2% |
| 175.917 | 2 | 0.2% |
| 276.948 | 2 | 0.2% |
| 263.97 | 2 | 0.2% |
| Other values (980) | 980 |
| Value | Count | Frequency (%) |
| 10.6785 | 1 | |
| 12.6945 | 1 | |
| 13.167 | 1 | |
| 13.419 | 1 | |
| 14.679 | 1 | |
| 16.107 | 1 | |
| 16.2015 | 1 | |
| 16.275 | 1 | |
| 17.094 | 1 | |
| 18.6375 | 1 |
| Value | Count | Frequency (%) |
| 1042.65 | 1 | |
| 1039.29 | 1 | |
| 1034.46 | 1 | |
| 1023.75 | 1 | |
| 1022.49 | 1 | |
| 1022.385 | 1 | |
| 1020.705 | 1 | |
| 1003.59 | 1 | |
| 1002.12 | 1 | |
| 951.825 | 1 |
Date
Date
| Distinct | 91 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Minimum | 2019-01-01 00:00:00 |
|---|---|
| Maximum | 2019-10-10 00:00:00 |
Histogram with fixed size bins (bins=50)
Time
Date
| Distinct | 506 |
|---|---|
| Distinct (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Minimum | 2024-02-21 10:00:00 |
|---|---|
| Maximum | 2024-02-21 20:59:00 |
Histogram with fixed size bins (bins=50)
cogs
Real number (ℝ)
| Distinct | 990 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 307.58738 |
| Minimum | 10.17 |
|---|---|
| Maximum | 993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 10.17 |
|---|---|
| 5-th percentile | 39.1145 |
| Q1 | 118.4975 |
| median | 241.76 |
| Q3 | 448.905 |
| 95-th percentile | 783.33 |
| Maximum | 993 |
| Range | 982.83 |
| Interquartile range (IQR) | 330.4075 |
Descriptive statistics
| Standard deviation | 234.17651 |
|---|---|
| Coefficient of variation (CV) | 0.76133328 |
| Kurtosis | -0.081884758 |
| Mean | 307.58738 |
| Median Absolute Deviation (MAD) | 150.175 |
| Skewness | 0.8925698 |
| Sum | 307587.38 |
| Variance | 54838.638 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 206.52 | 2 | 0.2% |
| 89.28 | 2 | 0.2% |
| 83.08 | 2 | 0.2% |
| 180.09 | 2 | 0.2% |
| 448.56 | 2 | 0.2% |
| 789.6 | 2 | 0.2% |
| 207.27 | 2 | 0.2% |
| 167.54 | 2 | 0.2% |
| 263.76 | 2 | 0.2% |
| 251.4 | 2 | 0.2% |
| Other values (980) | 980 |
| Value | Count | Frequency (%) |
| 10.17 | 1 | |
| 12.09 | 1 | |
| 12.54 | 1 | |
| 12.78 | 1 | |
| 13.98 | 1 | |
| 15.34 | 1 | |
| 15.43 | 1 | |
| 15.5 | 1 | |
| 16.28 | 1 | |
| 17.75 | 1 |
| Value | Count | Frequency (%) |
| 993 | 1 | |
| 989.8 | 1 | |
| 985.2 | 1 | |
| 975 | 1 | |
| 973.8 | 1 | |
| 973.7 | 1 | |
| 972.1 | 1 | |
| 955.8 | 1 | |
| 954.4 | 1 | |
| 906.5 | 1 |
gross margin percentage
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| 4.761904762 |
|---|
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 11000 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.761904762 |
|---|---|
| 2nd row | 4.761904762 |
| 3rd row | 4.761904762 |
| 4th row | 4.761904762 |
| 5th row | 4.761904762 |
Common Values
| Value | Count | Frequency (%) |
| 4.761904762 | 1000 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.761904762 | 1000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 2000 | |
| 7 | 2000 | |
| 6 | 2000 | |
| . | 1000 | |
| 1 | 1000 | |
| 9 | 1000 | |
| 0 | 1000 | |
| 2 | 1000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 | |
| Other Punctuation | 1000 | 9.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 2000 | |
| 7 | 2000 | |
| 6 | 2000 | |
| 1 | 1000 | |
| 9 | 1000 | |
| 0 | 1000 | |
| 2 | 1000 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 2000 | |
| 7 | 2000 | |
| 6 | 2000 | |
| . | 1000 | |
| 1 | 1000 | |
| 9 | 1000 | |
| 0 | 1000 | |
| 2 | 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 2000 | |
| 7 | 2000 | |
| 6 | 2000 | |
| . | 1000 | |
| 1 | 1000 | |
| 9 | 1000 | |
| 0 | 1000 | |
| 2 | 1000 |
gross income
Real number (ℝ)
| Distinct | 990 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.379369 |
| Minimum | 0.5085 |
|---|---|
| Maximum | 49.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.5085 |
|---|---|
| 5-th percentile | 1.955725 |
| Q1 | 5.924875 |
| median | 12.088 |
| Q3 | 22.44525 |
| 95-th percentile | 39.1665 |
| Maximum | 49.65 |
| Range | 49.1415 |
| Interquartile range (IQR) | 16.520375 |
Descriptive statistics
| Standard deviation | 11.708825 |
|---|---|
| Coefficient of variation (CV) | 0.76133328 |
| Kurtosis | -0.081884758 |
| Mean | 15.379369 |
| Median Absolute Deviation (MAD) | 7.50875 |
| Skewness | 0.8925698 |
| Sum | 15379.369 |
| Variance | 137.09659 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.326 | 2 | 0.2% |
| 4.464 | 2 | 0.2% |
| 4.154 | 2 | 0.2% |
| 9.0045 | 2 | 0.2% |
| 22.428 | 2 | 0.2% |
| 39.48 | 2 | 0.2% |
| 10.3635 | 2 | 0.2% |
| 8.377 | 2 | 0.2% |
| 13.188 | 2 | 0.2% |
| 12.57 | 2 | 0.2% |
| Other values (980) | 980 |
| Value | Count | Frequency (%) |
| 0.5085 | 1 | |
| 0.6045 | 1 | |
| 0.627 | 1 | |
| 0.639 | 1 | |
| 0.699 | 1 | |
| 0.767 | 1 | |
| 0.7715 | 1 | |
| 0.775 | 1 | |
| 0.814 | 1 | |
| 0.8875 | 1 |
| Value | Count | Frequency (%) |
| 49.65 | 1 | |
| 49.49 | 1 | |
| 49.26 | 1 | |
| 48.75 | 1 | |
| 48.69 | 1 | |
| 48.685 | 1 | |
| 48.605 | 1 | |
| 47.79 | 1 | |
| 47.72 | 1 | |
| 45.325 | 1 |
Rating
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9727 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.295 |
| Q1 | 5.5 |
| median | 7 |
| Q3 | 8.5 |
| 95-th percentile | 9.7 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7185803 |
|---|---|
| Coefficient of variation (CV) | 0.24647271 |
| Kurtosis | -1.1515868 |
| Mean | 6.9727 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 0.0090096488 |
| Sum | 6972.7 |
| Variance | 2.9535182 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 26 | 2.6% |
| 6.6 | 24 | 2.4% |
| 4.2 | 22 | 2.2% |
| 9.5 | 22 | 2.2% |
| 6.5 | 21 | 2.1% |
| 5 | 21 | 2.1% |
| 6.2 | 21 | 2.1% |
| 8 | 21 | 2.1% |
| 5.1 | 21 | 2.1% |
| 7.6 | 20 | 2.0% |
| Other values (51) | 781 |
| Value | Count | Frequency (%) |
| 4 | 11 | |
| 4.1 | 17 | |
| 4.2 | 22 | |
| 4.3 | 18 | |
| 4.4 | 17 | |
| 4.5 | 17 | |
| 4.6 | 8 | 0.8% |
| 4.7 | 12 | |
| 4.8 | 13 | |
| 4.9 | 18 |
| Value | Count | Frequency (%) |
| 10 | 5 | 0.5% |
| 9.9 | 16 | |
| 9.8 | 19 | |
| 9.7 | 14 | |
| 9.6 | 17 | |
| 9.5 | 22 | |
| 9.4 | 12 | |
| 9.3 | 16 | |
| 9.2 | 16 | |
| 9.1 | 14 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Invoice ID | Product line | Unit price | Quantity | Total | Date | Time | cogs | gross margin percentage | gross income | Rating | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 750-67-8428 | Soap | 74.69 | 7 | 548.9715 | 01-05-2019 | 13:08 | 522.83 | 4.761905 | 26.1415 | 9.1 |
| 1 | 226-31-3081 | Phone case | 15.28 | 5 | 80.2200 | 03-08-2019 | 10:29 | 76.40 | 4.761905 | 3.8200 | 9.6 |
| 2 | 631-41-3108 | Vase | 46.33 | 7 | 340.5255 | 03-03-2019 | 13:23 | 324.31 | 4.761905 | 16.2155 | 7.4 |
| 3 | 123-19-1176 | Lotion | 58.22 | 8 | 489.0480 | 1-27-2019 | 20:33 | 465.76 | 4.761905 | 23.2880 | 8.4 |
| 4 | 373-73-7910 | Bottle | 86.31 | 7 | 634.3785 | 02-08-2019 | 10:37 | 604.17 | 4.761905 | 30.2085 | 5.3 |
| 5 | 699-14-3026 | Smartwatch | 85.39 | 7 | 627.6165 | 3-25-2019 | 18:30 | 597.73 | 4.761905 | 29.8865 | 4.1 |
| 6 | 355-53-5943 | Speaker | 68.84 | 6 | 433.6920 | 2-25-2019 | 14:36 | 413.04 | 4.761905 | 20.6520 | 5.8 |
| 7 | 315-22-5665 | Candle | 73.56 | 10 | 772.3800 | 2-24-2019 | 11:38 | 735.60 | 4.761905 | 36.7800 | 8.0 |
| 8 | 665-32-9167 | Soap | 36.26 | 2 | 76.1460 | 10-10-2019 | 17:15 | 72.52 | 4.761905 | 3.6260 | 7.2 |
| 9 | 692-92-5582 | Chocolate | 54.84 | 3 | 172.7460 | 2-20-2019 | 13:27 | 164.52 | 4.761905 | 8.2260 | 5.9 |
| Invoice ID | Product line | Unit price | Quantity | Total | Date | Time | cogs | gross margin percentage | gross income | Rating | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 886-18-2897 | Coffee | 56.56 | 5 | 296.9400 | 3-22-2019 | 19:06 | 282.80 | 4.761905 | 14.1400 | 4.5 |
| 991 | 602-16-6955 | Bottle | 76.60 | 10 | 804.3000 | 1-24-2019 | 18:10 | 766.00 | 4.761905 | 38.3000 | 6.0 |
| 992 | 745-74-0715 | Power bank | 58.03 | 2 | 121.8630 | 03-10-2019 | 20:46 | 116.06 | 4.761905 | 5.8030 | 8.8 |
| 993 | 690-01-6631 | Watch | 17.49 | 10 | 183.6450 | 2-22-2019 | 18:35 | 174.90 | 4.761905 | 8.7450 | 6.6 |
| 994 | 652-49-6720 | Power bank | 60.95 | 1 | 63.9975 | 2-18-2019 | 11:40 | 60.95 | 4.761905 | 3.0475 | 5.9 |
| 995 | 233-67-5758 | Perfume | 40.35 | 1 | 42.3675 | 1-29-2019 | 13:46 | 40.35 | 4.761905 | 2.0175 | 6.2 |
| 996 | 303-96-2227 | Towel | 97.38 | 10 | 1022.4900 | 03-02-2019 | 17:16 | 973.80 | 4.761905 | 48.6900 | 4.4 |
| 997 | 727-02-1313 | Tea | 31.84 | 1 | 33.4320 | 02-09-2019 | 13:22 | 31.84 | 4.761905 | 1.5920 | 7.7 |
| 998 | 347-56-2442 | Candle | 65.82 | 1 | 69.1110 | 2-22-2019 | 15:33 | 65.82 | 4.761905 | 3.2910 | 4.1 |
| 999 | 849-09-3807 | Sunglasses | 88.34 | 7 | 649.2990 | 2-18-2019 | 13:28 | 618.38 | 4.761905 | 30.9190 | 6.6 |